Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.14279/22883
Title: Carotid Ultrasound Boundary Study (CUBS): An Open Multicenter Analysis of Computerized Intima-Media Thickness Measurement Systems and Their Clinical Impact
Authors: Meiburger, Kristen M. 
Zahnd, Guillaume 
Faita, Francesco 
Loizou, Christos P. 
Carvalho, Catarina 
Steinman, David A. 
Gibello, Lorenzo 
Bruno, Rosa Maria 
Marzola, Francesco 
Clarenbach, Ricarda 
Francesconi, Martina 
Nicolaides, Andrew N. 
Campilho, Aurelio 
Ghotbi, Reza 
Kyriacou, Efthyvoulos C. 
Navab, Nassir 
Griffin, Maura 
Panayiotou, Andrie G. 
Gherardini, Rachele 
Varetto, Gianfranco 
Bianchini, Elisabetta 
Pattichis, Constantinos S. 
Ghiadoni, Lorenzo 
Rouco, José 
Molinari, Filippo 
Major Field of Science: Medical and Health Sciences
Field Category: Clinical Medicine
Keywords: Atherosclerosis;Cardiovascular events;Carotid artery intima–media thickness;Open-source database;Segmentation;Ultrasound imaging
Issue Date: Aug-2021
Source: Ultrasound in Medicine and Biology, vol. 47, no. 8, pp. 2442-2455
Volume: 47
Issue: 8
Start page: 2442
End page: 2455
Journal: Ultrasound in Medicine and Biology 
Abstract: Common carotid intima-media thickness (CIMT) is a commonly used marker for atherosclerosis and is often computed in carotid ultrasound images. An analysis of different computerized techniques for CIMT measurement and their clinical impacts on the same patient data set is lacking. Here we compared and assessed five computerized CIMT algorithms against three expert analysts' manual measurements on a data set of 1088 patients from two centers. Inter- and intra-observer variability was assessed, and the computerized CIMT values were compared with those manually obtained. The CIMT measurements were used to assess the correlation with clinical parameters, cardiovascular event prediction through a generalized linear model and the Kaplan-Meier hazard ratio. CIMT measurements obtained with a skilled analyst's segmentation and the computerized segmentation were comparable in statistical analyses, suggesting they can be used interchangeably for CIMT quantification and clinical outcome investigation. To facilitate future studies, the entire data set used is made publicly available for the community at http://dx.doi.org/10.17632/fpv535fss7.1.
URI: https://hdl.handle.net/20.500.14279/22883
ISSN: 03015629
DOI: 10.1016/j.ultrasmedbio.2021.03.022
Rights: This is an open access article under the CC BY-NC-ND license
Type: Article
Affiliation : Politecnico di Torino 
Technische Universität München 
CNR - National Research Council of Italy 
University of Cyprus 
INESC 
University of Toronto 
University of Torino 
University of Pisa 
Paris Cardiovascular Research Centre 
Université de Paris 
Helios Klinikum München West 
Cyprus Cardiovascular Disease and Educational Research Trust 
University of Porto 
Frederick University 
Johns Hopkins University 
Vascular Screening and Diagnostic Centre 
Cyprus University of Technology 
University of Cyprus 
Research Center of Information and Communication Technologies 
University of A Coruña 
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